Machine translation at the hospital: healthcare professionals’ perspectives on use, appropriateness, and policy

Abstract

This study surveys healthcare professionals’ use of MT and GenAI at a hospital, examining usage, adoption factors, satisfaction, technical conditions, and the perceived need for policies and training. Results show MT and GenAI tools are mostly used in routine care but are perceived as inappropriate for complex interactions, against a backdrop of absent institutional policies.

Machine translationGenAIHealthcareHealthcare professionalsHospitalMigrantLanguage discordanceLanguage Barriers